Best Paper for Commercial Application:

Zengxi Huang, Zhen-Hua Feng, Fei Yan, Josef Kittler and Xiao-Jun Wu. Robust Pedestrian Detection for Semi-automatic Construction of A Crowded Person Re-Identification Dataset

Research Best Paper: 

Niall McLaughlin and Jesus Martinez Del Rincon. Refining the Pose: Training and use of Deep Recurrent Autoencoders for Improving Human Pose Estimations